Adaptive rate control for Wyner-Ziv video coding

Ghazaleh Esmaili, P. Cosman
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Abstract

In Wyner-Ziv video coding architectures, the available bit budget to each GOP is shared between key frames and Wyner-Ziv frames. In this work, we first propose a model to express the relationship between quantization step size of key and WZ frames based on their motion activity. Then we apply this model to propose an adaptive algorithm adjusting the quantization step size of key and WZ frames to achieve and maintain a target bit rate. We evaluate the rate distortion performance of the proposed method and compare to a common method in the literature.
Wyner-Ziv视频编码的自适应速率控制
在Wyner-Ziv视频编码架构中,每个GOP的可用比特预算在关键帧和Wyner-Ziv帧之间共享。在这项工作中,我们首先提出了一个模型来表达基于运动活动的关键帧和WZ帧量化步长之间的关系。然后,我们应用该模型提出了一种自适应算法来调整密钥帧和WZ帧的量化步长,以达到并保持目标比特率。我们评估了该方法的速率失真性能,并与文献中常见的方法进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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